Agentic AI Engineer: Build AI Agents for Troubleshooting (Remote)

AgileEngine; Kraków; On-site; PLN 120,000 - 180,000; Full time

Benefits offered by this job

Growth without limits

Competitive compensation

Flexibility

Meaningful, modern projects

Collaborative culture

Well-being & support

Job summary

AgileEngine in Kraków is seeking an Agentic AI Engineer to build AI agents that analyze infrastructure discovery logs, automate complex troubleshooting, and integrate Gen AI capabilities into production systems using Python and REST APIs.

You will design scalable AI agents, classify failures, and propose corrective actions while ensuring testing and guardrails are in place before deployments. This role emphasizes production engineering over research.

Qualifications

• 4+ years of software engineering experience with Python and REST APIs.
• Experience integrating Gen AI APIs (OpenAI, Anthropic) and knowledge of RAG and vector databases.
• Solid SDLC practices and CI/CD toolchains (Git/GitHub, Jenkins, testing, security scanning, release automation).
• Upper-intermediate English level.

Responsibilities

• Design and build AI agents that analyze Discovery logs at scale.
• Develop agents to classify and correlate failures and recommend fixes.
• Create capabilities to analyze and suggest corrections to probes and patterns with tests and guardrails.
• Build data-processing pipelines and API integrations to feed telemetry into the AI ecosystem.

Skills

Python development

REST API design

Gen AI APIs integration

SDLC practices & toolchains

Git/GitHub

Jenkins / CI/CD

English (Upper-intermediate)

Tools

OpenAI API

Anthropic API

Vector databases

Data-processing pipelines

Job description

AgileEngine in Kraków is seeking an Agentic AI Engineer to build AI agents that analyze infrastructure discovery logs, automate complex troubleshooting, and integrate Gen AI capabilities into production systems using Python and REST APIs.

You will design scalable AI agents, classify failures, and propose corrective actions while ensuring testing and guardrails are in place before deployments. This role emphasizes production engineering over research.